Dataset info
| Number of variables | 58 |
|---|---|
| Number of observations | 601 |
| Missing cells | 12925 (37.1%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 2.8 KiB |
Variables types
| CAT | 58 |
|---|
Reproduction info
| Date of analysis | 2021-08-06 03:52:42.206486 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
1 has 575 (95.7%) missing values | Missing |
12 has 45 (7.5%) missing values | Missing |
13 has 9 (1.5%) missing values | Missing |
15 has 219 (36.4%) missing values | Missing |
16 has 227 (37.8%) missing values | Missing |
17 has 219 (36.4%) missing values | Missing |
18 has 219 (36.4%) missing values | Missing |
19 has 262 (43.6%) missing values | Missing |
20 has 221 (36.8%) missing values | Missing |
21 has 219 (36.4%) missing values | Missing |
22 has 227 (37.8%) missing values | Missing |
23 has 229 (38.1%) missing values | Missing |
24 has 263 (43.8%) missing values | Missing |
25 has 220 (36.6%) missing values | Missing |
26 has 230 (38.3%) missing values | Missing |
27 has 220 (36.6%) missing values | Missing |
28 has 272 (45.3%) missing values | Missing |
31 has 287 (47.8%) missing values | Missing |
32 has 275 (45.8%) missing values | Missing |
33 has 289 (48.1%) missing values | Missing |
34 has 275 (45.8%) missing values | Missing |
35 has 290 (48.3%) missing values | Missing |
37 has 276 (45.9%) missing values | Missing |
38 has 278 (46.3%) missing values | Missing |
39 has 302 (50.2%) missing values | Missing |
40 has 302 (50.2%) missing values | Missing |
41 has 298 (49.6%) missing values | Missing |
42 has 283 (47.1%) missing values | Missing |
43 has 299 (49.8%) missing values | Missing |
44 has 281 (46.8%) missing values | Missing |
45 has 327 (54.4%) missing values | Missing |
46 has 558 (92.8%) missing values | Missing |
48 has 558 (92.8%) missing values | Missing |
49 has 69 (11.5%) missing values | Missing |
5 has 22 (3.7%) missing values | Missing |
50 has 69 (11.5%) missing values | Missing |
51 has 289 (48.1%) missing values | Missing |
52 has 289 (48.1%) missing values | Missing |
53 has 293 (48.8%) missing values | Missing |
64 has 374 (62.2%) missing values | Missing |
65 has 289 (48.1%) missing values | Missing |
66 has 298 (49.6%) missing values | Missing |
67 has 359 (59.7%) missing values | Missing |
68 has 359 (59.7%) missing values | Missing |
69 has 402 (66.9%) missing values | Missing |
78 has 367 (61.1%) missing values | Missing |
79 has 375 (62.4%) missing values | Missing |
df_index has a high cardinality: 601 distinct values | Warning |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 575 |
| Missing (%) | 95.7% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| s | |
| - | |
| w |
| Value | Count | Frequency (%) | |
| + | 10 | 1.7% | |
| s | 9 | 1.5% | |
| - | 4 | 0.7% | |
| w | 3 | 0.5% | |
| (Missing) | 575 | 95.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.913477537 |
| Min length | 1 |
10
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 2 |
| Missing (%) | 0.3% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| +w | 24 |
| w | 12 |
| c | 8 |
| Value | Count | Frequency (%) | |
| - | 310 | 51.6% | |
| + | 245 | 40.8% | |
| +w | 24 | 4.0% | |
| w | 12 | 2.0% | |
| c | 8 | 1.3% | |
| (Missing) | 2 | 0.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.046589018 |
| Min length | 1 |
11
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| -+ | 21 |
| +w | 4 |
| w | 1 |
| Value | Count | Frequency (%) | |
| + | 383 | 63.7% | |
| - | 189 | 31.4% | |
| -+ | 21 | 3.5% | |
| +w | 4 | 0.7% | |
| w | 1 | 0.2% | |
| (Missing) | 3 | 0.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.051580699 |
| Min length | 1 |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 45 |
| Missing (%) | 7.5% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 32 |
| w | 28 |
| -c | 21 |
| +w | 2 |
| Value | Count | Frequency (%) | |
| - | 473 | 78.7% | |
| + | 32 | 5.3% | |
| w | 28 | 4.7% | |
| -c | 21 | 3.5% | |
| +w | 2 | 0.3% | |
| (Missing) | 45 | 7.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.188019967 |
| Min length | 1 |
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 9 |
| Missing (%) | 1.5% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 40 |
| -c | 23 |
| c | 15 |
| w | 9 |
| Value | Count | Frequency (%) | |
| - | 502 | 83.5% | |
| + | 40 | 6.7% | |
| -c | 23 | 3.8% | |
| c | 15 | 2.5% | |
| w | 9 | 1.5% | |
| +w | 3 | 0.5% | |
| (Missing) | 9 | 1.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.073211314 |
| Min length | 1 |
14
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| w | 5 |
| +w | 3 |
| -+ | 2 |
| Value | Count | Frequency (%) | |
| + | 479 | 79.7% | |
| - | 111 | 18.5% | |
| w | 5 | 0.8% | |
| +w | 3 | 0.5% | |
| -+ | 2 | 0.3% | |
| (Missing) | 1 | 0.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.011647255 |
| Min length | 1 |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 219 |
| Missing (%) | 36.4% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 10 |
| c | 8 |
| Value | Count | Frequency (%) | |
| - | 195 | 32.4% | |
| + | 169 | 28.1% | |
| w | 10 | 1.7% | |
| c | 8 | 1.3% | |
| (Missing) | 219 | 36.4% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.728785358 |
| Min length | 1 |
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 227 |
| Missing (%) | 37.8% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 32 |
| -+ | 24 |
| c | 7 |
| Other values (2) | 3 |
| Value | Count | Frequency (%) | |
| - | 213 | 35.4% | |
| + | 95 | 15.8% | |
| w | 32 | 5.3% | |
| -+ | 24 | 4.0% | |
| c | 7 | 1.2% | |
| +w | 2 | 0.3% | |
| d | 1 | 0.2% | |
| (Missing) | 227 | 37.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.798668885 |
| Min length | 1 |
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 219 |
| Missing (%) | 36.4% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| +w | 25 |
| w | 14 |
| -+ | 2 |
| Value | Count | Frequency (%) | |
| - | 245 | 40.8% | |
| + | 95 | 15.8% | |
| +w | 25 | 4.2% | |
| w | 14 | 2.3% | |
| -+ | 2 | 0.3% | |
| -w | 1 | 0.2% | |
| (Missing) | 219 | 36.4% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.775374376 |
| Min length | 1 |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 219 |
| Missing (%) | 36.4% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| -c | 23 |
| w | 5 |
| c | 1 |
| Value | Count | Frequency (%) | |
| - | 268 | 44.6% | |
| + | 85 | 14.1% | |
| -c | 23 | 3.8% | |
| w | 5 | 0.8% | |
| c | 1 | 0.2% | |
| (Missing) | 219 | 36.4% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.767054908 |
| Min length | 1 |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 262 |
| Missing (%) | 43.6% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| d | 7 |
| -+ | 1 |
| Value | Count | Frequency (%) | |
| - | 230 | 38.3% | |
| + | 101 | 16.8% | |
| d | 7 | 1.2% | |
| -+ | 1 | 0.2% | |
| (Missing) | 262 | 43.6% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.873544093 |
| Min length | 1 |
2
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| -c | 16 |
| w | 10 |
| +w | 3 |
| Other values (2) | 2 |
| Value | Count | Frequency (%) | |
| + | 415 | 69.1% | |
| - | 154 | 25.6% | |
| -c | 16 | 2.7% | |
| w | 10 | 1.7% | |
| +w | 3 | 0.5% | |
| -w | 1 | 0.2% | |
| -+ | 1 | 0.2% | |
| (Missing) | 1 | 0.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.038269551 |
| Min length | 1 |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 221 |
| Missing (%) | 36.8% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| -c | 16 |
| w | 12 |
| +w | 3 |
| Value | Count | Frequency (%) | |
| + | 226 | 37.6% | |
| - | 123 | 20.5% | |
| -c | 16 | 2.7% | |
| w | 12 | 2.0% | |
| +w | 3 | 0.5% | |
| (Missing) | 221 | 36.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.767054908 |
| Min length | 1 |
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 219 |
| Missing (%) | 36.4% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| c | 7 |
| w | 6 |
| +w | 3 |
| Value | Count | Frequency (%) | |
| - | 278 | 46.3% | |
| + | 86 | 14.3% | |
| c | 7 | 1.2% | |
| w | 6 | 1.0% | |
| +w | 3 | 0.5% | |
| -+ | 2 | 0.3% | |
| (Missing) | 219 | 36.4% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.737104825 |
| Min length | 1 |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 227 |
| Missing (%) | 37.8% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| +w | 21 |
| w | 2 |
| Value | Count | Frequency (%) | |
| + | 219 | 36.4% | |
| - | 132 | 22.0% | |
| +w | 21 | 3.5% | |
| w | 2 | 0.3% | |
| (Missing) | 227 | 37.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.790349418 |
| Min length | 1 |
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 229 |
| Missing (%) | 38.1% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 25 |
| +w | 21 |
| -+ | 3 |
| Value | Count | Frequency (%) | |
| - | 223 | 37.1% | |
| + | 99 | 16.5% | |
| w | 25 | 4.2% | |
| +w | 21 | 3.5% | |
| -+ | 3 | 0.5% | |
| -c | 1 | 0.2% | |
| (Missing) | 229 | 38.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.803660566 |
| Min length | 1 |
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 263 |
| Missing (%) | 43.8% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| -+ | 21 |
| c | 7 |
| +w | 5 |
| Other values (2) | 2 |
| Value | Count | Frequency (%) | |
| + | 197 | 32.8% | |
| - | 106 | 17.6% | |
| -+ | 21 | 3.5% | |
| c | 7 | 1.2% | |
| +w | 5 | 0.8% | |
| -c | 1 | 0.2% | |
| w | 1 | 0.2% | |
| (Missing) | 263 | 43.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.920133111 |
| Min length | 1 |
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 220 |
| Missing (%) | 36.6% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| -+ | 24 |
| -c | 15 |
| +w | 3 |
| Value | Count | Frequency (%) | |
| + | 227 | 37.8% | |
| - | 110 | 18.3% | |
| -+ | 24 | 4.0% | |
| -c | 15 | 2.5% | |
| +w | 3 | 0.5% | |
| w | 2 | 0.3% | |
| (Missing) | 220 | 36.6% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.801996672 |
| Min length | 1 |
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 230 |
| Missing (%) | 38.3% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 12 |
| +w | 3 |
| -+ | 2 |
| Value | Count | Frequency (%) | |
| - | 183 | 30.4% | |
| + | 170 | 28.3% | |
| w | 12 | 2.0% | |
| +w | 3 | 0.5% | |
| -+ | 2 | 0.3% | |
| d | 1 | 0.2% | |
| (Missing) | 230 | 38.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.773710483 |
| Min length | 1 |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 220 |
| Missing (%) | 36.6% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| w | 16 |
| +w | 5 |
| -+ | 1 |
| Value | Count | Frequency (%) | |
| + | 258 | 42.9% | |
| - | 101 | 16.8% | |
| w | 16 | 2.7% | |
| +w | 5 | 0.8% | |
| -+ | 1 | 0.2% | |
| (Missing) | 220 | 36.6% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.742096506 |
| Min length | 1 |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 272 |
| Missing (%) | 45.3% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| w | 19 |
| -+ | 1 |
| Value | Count | Frequency (%) | |
| + | 215 | 35.8% | |
| - | 94 | 15.6% | |
| w | 19 | 3.2% | |
| -+ | 1 | 0.2% | |
| (Missing) | 272 | 45.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.906821963 |
| Min length | 1 |
3
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| -c | 16 |
| w | 7 |
| +w | 3 |
| Value | Count | Frequency (%) | |
| + | 404 | 67.2% | |
| - | 169 | 28.1% | |
| -c | 16 | 2.7% | |
| w | 7 | 1.2% | |
| +w | 3 | 0.5% | |
| -+ | 2 | 0.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.034941764 |
| Min length | 1 |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 287 |
| Missing (%) | 47.8% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 12 |
| -+ | 1 |
| Value | Count | Frequency (%) | |
| - | 184 | 30.6% | |
| + | 117 | 19.5% | |
| w | 12 | 2.0% | |
| -+ | 1 | 0.2% | |
| (Missing) | 287 | 47.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.956738769 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 275 |
| Missing (%) | 45.8% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | 43 |
| w | 3 |
| Value | Count | Frequency (%) | |
| + | 280 | 46.6% | |
| - | 43 | 7.2% | |
| w | 3 | 0.5% | |
| (Missing) | 275 | 45.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.915141431 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 289 |
| Missing (%) | 48.1% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| w | 5 |
| Value | Count | Frequency (%) | |
| + | 217 | 36.1% | |
| - | 90 | 15.0% | |
| w | 5 | 0.8% | |
| (Missing) | 289 | 48.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.961730449 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 275 |
| Missing (%) | 45.8% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 7 |
| Value | Count | Frequency (%) | |
| - | 255 | 42.4% | |
| + | 64 | 10.6% | |
| w | 7 | 1.2% | |
| (Missing) | 275 | 45.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.915141431 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 290 |
| Missing (%) | 48.3% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 34 |
| w | 13 |
| Value | Count | Frequency (%) | |
| - | 264 | 43.9% | |
| + | 34 | 5.7% | |
| w | 13 | 2.2% | |
| (Missing) | 290 | 48.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.965058236 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 276 |
| Missing (%) | 45.9% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 11 |
| Value | Count | Frequency (%) | |
| - | 240 | 39.9% | |
| + | 74 | 12.3% | |
| w | 11 | 1.8% | |
| (Missing) | 276 | 45.9% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.918469218 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 278 |
| Missing (%) | 46.3% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| +w | 4 |
| Value | Count | Frequency (%) | |
| - | 169 | 28.1% | |
| + | 150 | 25.0% | |
| +w | 4 | 0.7% | |
| (Missing) | 278 | 46.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.931780366 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 302 |
| Missing (%) | 50.2% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 7 |
| w | 2 |
| Value | Count | Frequency (%) | |
| - | 290 | 48.3% | |
| + | 7 | 1.2% | |
| w | 2 | 0.3% | |
| (Missing) | 302 | 50.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.004991681 |
| Min length | 1 |
4
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| +w | 21 |
| w | 4 |
| -+ | 2 |
| Value | Count | Frequency (%) | |
| + | 391 | 65.1% | |
| - | 183 | 30.4% | |
| +w | 21 | 3.5% | |
| w | 4 | 0.7% | |
| -+ | 2 | 0.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.038269551 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 302 |
| Missing (%) | 50.2% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 7 |
| Value | Count | Frequency (%) | |
| - | 235 | 39.1% | |
| + | 57 | 9.5% | |
| w | 7 | 1.2% | |
| (Missing) | 302 | 50.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.004991681 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 298 |
| Missing (%) | 49.6% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 5 |
| +w | 3 |
| Value | Count | Frequency (%) | |
| - | 295 | 49.1% | |
| + | 5 | 0.8% | |
| +w | 3 | 0.5% | |
| (Missing) | 298 | 49.6% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.996672213 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 283 |
| Missing (%) | 47.1% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 19 |
| Value | Count | Frequency (%) | |
| - | 181 | 30.1% | |
| + | 118 | 19.6% | |
| w | 19 | 3.2% | |
| (Missing) | 283 | 47.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.941763727 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 299 |
| Missing (%) | 49.8% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| w | 6 |
| Value | Count | Frequency (%) | |
| + | 210 | 34.9% | |
| - | 86 | 14.3% | |
| w | 6 | 1.0% | |
| (Missing) | 299 | 49.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.995008319 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 281 |
| Missing (%) | 46.8% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + |
| Value | Count | Frequency (%) | |
| - | 166 | 27.6% | |
| + | 154 | 25.6% | |
| (Missing) | 281 | 46.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.935108153 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 327 |
| Missing (%) | 54.4% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | 18 |
| Value | Count | Frequency (%) | |
| + | 256 | 42.6% | |
| - | 18 | 3.0% | |
| (Missing) | 327 | 54.4% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.088186356 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 558 |
| Missing (%) | 92.8% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | 2 |
| Value | Count | Frequency (%) | |
| + | 41 | 6.8% | |
| - | 2 | 0.3% | |
| (Missing) | 558 | 92.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.856905158 |
| Min length | 1 |
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 558 |
| Missing (%) | 92.8% |
| Memory size | 4.8 KiB |
| - |
|---|
| Value | Count | Frequency (%) | |
| - | 43 | 7.2% | |
| (Missing) | 558 | 92.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.856905158 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 69 |
| Missing (%) | 11.5% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 60 |
| w | 1 |
| Value | Count | Frequency (%) | |
| - | 471 | 78.4% | |
| + | 60 | 10.0% | |
| w | 1 | 0.2% | |
| (Missing) | 69 | 11.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.229617304 |
| Min length | 1 |
| Distinct count | 6 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 22 |
| Missing (%) | 3.7% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| c | 7 |
| w | 4 |
| -+ | 1 |
| Value | Count | Frequency (%) | |
| + | 404 | 67.2% | |
| - | 163 | 27.1% | |
| c | 7 | 1.2% | |
| w | 4 | 0.7% | |
| -+ | 1 | 0.2% | |
| (Missing) | 22 | 3.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.074875208 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 69 |
| Missing (%) | 11.5% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 52 |
| Value | Count | Frequency (%) | |
| - | 480 | 79.9% | |
| + | 52 | 8.7% | |
| (Missing) | 69 | 11.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.229617304 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 289 |
| Missing (%) | 48.1% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | 8 |
| Value | Count | Frequency (%) | |
| + | 304 | 50.6% | |
| - | 8 | 1.3% | |
| (Missing) | 289 | 48.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.961730449 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 289 |
| Missing (%) | 48.1% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | 11 |
| Value | Count | Frequency (%) | |
| + | 301 | 50.1% | |
| - | 11 | 1.8% | |
| (Missing) | 289 | 48.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.961730449 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 293 |
| Missing (%) | 48.8% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + |
| Value | Count | Frequency (%) | |
| - | 208 | 34.6% | |
| + | 100 | 16.6% | |
| (Missing) | 293 | 48.8% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.975041597 |
| Min length | 1 |
6
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| w | 11 |
| c | 8 |
| +w | 5 |
| Value | Count | Frequency (%) | |
| + | 458 | 76.2% | |
| - | 117 | 19.5% | |
| w | 11 | 1.8% | |
| c | 8 | 1.3% | |
| +w | 5 | 0.8% | |
| -+ | 1 | 0.2% | |
| (Missing) | 1 | 0.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.013311148 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 374 |
| Missing (%) | 62.2% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 9 |
| Value | Count | Frequency (%) | |
| - | 218 | 36.3% | |
| + | 9 | 1.5% | |
| (Missing) | 374 | 62.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.244592346 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 289 |
| Missing (%) | 48.1% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + |
| Value | Count | Frequency (%) | |
| - | 217 | 36.1% | |
| + | 95 | 15.8% | |
| (Missing) | 289 | 48.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.961730449 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 298 |
| Missing (%) | 49.6% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + |
| Value | Count | Frequency (%) | |
| - | 225 | 37.4% | |
| + | 78 | 13.0% | |
| (Missing) | 298 | 49.6% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.991680532 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 359 |
| Missing (%) | 59.7% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + |
| Value | Count | Frequency (%) | |
| - | 130 | 21.6% | |
| + | 112 | 18.6% | |
| (Missing) | 359 | 59.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.194675541 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 359 |
| Missing (%) | 59.7% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 1 |
| Value | Count | Frequency (%) | |
| - | 132 | 22.0% | |
| + | 109 | 18.1% | |
| w | 1 | 0.2% | |
| (Missing) | 359 | 59.7% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.194675541 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 402 |
| Missing (%) | 66.9% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | 14 |
| w | 9 |
| Value | Count | Frequency (%) | |
| + | 176 | 29.3% | |
| - | 14 | 2.3% | |
| w | 9 | 1.5% | |
| (Missing) | 402 | 66.9% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.337770383 |
| Min length | 1 |
7
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 KiB |
| + | |
|---|---|
| - | |
| -+ | 21 |
| +w | 3 |
| w | 1 |
| Value | Count | Frequency (%) | |
| + | 385 | 64.1% | |
| - | 191 | 31.8% | |
| -+ | 21 | 3.5% | |
| +w | 3 | 0.5% | |
| w | 1 | 0.2% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.039933444 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 367 |
| Missing (%) | 61.1% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + |
| Value | Count | Frequency (%) | |
| - | 140 | 23.3% | |
| + | 94 | 15.6% | |
| (Missing) | 367 | 61.1% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.221297837 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 375 |
| Missing (%) | 62.4% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + |
| Value | Count | Frequency (%) | |
| - | 162 | 27.0% | |
| + | 64 | 10.6% | |
| (Missing) | 375 | 62.4% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 2.247920133 |
| Min length | 1 |
8
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 3 |
| Missing (%) | 0.5% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | 50 |
| w | 3 |
| -+ | 2 |
| Value | Count | Frequency (%) | |
| - | 543 | 90.3% | |
| + | 50 | 8.3% | |
| w | 3 | 0.5% | |
| -+ | 2 | 0.3% | |
| (Missing) | 3 | 0.5% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.013311148 |
| Min length | 1 |
9
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 6 |
| Missing (%) | 1.0% |
| Memory size | 4.8 KiB |
| - | |
|---|---|
| + | |
| w | 25 |
| +w | 21 |
| -+ | 2 |
| Value | Count | Frequency (%) | |
| - | 375 | 62.4% | |
| + | 171 | 28.5% | |
| w | 25 | 4.2% | |
| +w | 21 | 3.5% | |
| -+ | 2 | 0.3% | |
| -c | 1 | 0.2% | |
| (Missing) | 6 | 1.0% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | False |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 3 |
|---|---|
| Mean length | 1.059900166 |
| Min length | 1 |
| Distinct count | 601 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 KiB |
| UFT.2015(L)7576 | 1 |
|---|---|
| UFT.2014(L)6593 | 1 |
| UFT.2014(L)6828 | 1 |
| UFT.2014(L)6615 | 1 |
| UFT.2015(L)7793 | 1 |
| Other values (596) |
| Value | Count | Frequency (%) | |
| UFT.2015(L)7576 | 1 | 0.2% | |
| UFT.2014(L)6593 | 1 | 0.2% | |
| UFT.2014(L)6828 | 1 | 0.2% | |
| UFT.2014(L)6615 | 1 | 0.2% | |
| UFT.2015(L)7793 | 1 | 0.2% | |
| UFT.2014(L)7809 | 1 | 0.2% | |
| UFT.2015(L)8565 | 1 | 0.2% | |
| UFT.2014(L)6895 | 1 | 0.2% | |
| UFT.2014(L)7844 | 1 | 0.2% | |
| UFT.2014(L)7587 | 1 | 0.2% | |
| Other values (591) | 591 | 98.3% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 16 |
|---|---|
| Mean length | 15 |
| Min length | 14 |
First rows
| 1 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 2 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 3 | 31 | 32 | 33 | 34 | 35 | 37 | 38 | 39 | 4 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 48 | 49 | 5 | 50 | 51 | 52 | 53 | 6 | 64 | 65 | 66 | 67 | 68 | 69 | 7 | 78 | 79 | 8 | 9 | df_index | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NaN | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | + | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | + | NaN | NaN | - | - | - | + | + | - | - | - | - | - | - | + | + | - | NaN | NaN | - | - | UFT.2014(L)6515 |
| 1 | NaN | - | + | - | - | + | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | + | - | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | - | - | UFT.2014(L)6536 |
| 2 | NaN | + | + | - | - | + | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | + | - | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | - | + | UFT.2014(L)6539 |
| 3 | NaN | + | + | + | - | + | + | + | + | + | + | + | + | - | + | - | + | + | + | + | + | - | - | + | + | - | - | + | + | - | + | - | - | - | + | - | + | NaN | NaN | - | + | - | + | + | - | + | - | - | - | - | + | + | + | NaN | NaN | - | + | UFT.2014(L)6545 |
| 4 | NaN | - | - | - | - | + | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | + | - | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | - | - | UFT.2014(L)6554 |
| 5 | NaN | - | + | - | - | + | + | + | - | - | - | + | - | - | + | w | + | + | + | + | + | + | - | + | + | - | - | - | - | - | + | - | - | + | + | + | + | NaN | NaN | - | + | - | + | + | - | + | - | + | + | + | + | + | + | + | + | - | + | UFT.2014(L)6555 |
| 6 | NaN | - | - | - | - | - | - | - | - | - | + | - | - | - | + | - | + | + | + | + | - | - | - | w | - | - | - | - | + | - | - | - | - | - | - | - | + | NaN | NaN | - | - | - | + | + | - | - | - | - | - | - | - | + | - | NaN | NaN | - | - | UFT.2014(L)6556 |
| 7 | NaN | + | + | w | - | + | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | + | - | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | - | + | UFT.2014(L)6564 |
| 8 | NaN | + | + | - | - | + | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | + | - | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | - | + | UFT.2014(L)6566 |
| 9 | NaN | - | - | - | - | - | - | - | - | - | - | + | - | - | - | - | - | - | - | - | - | + | + | + | - | - | - | - | - | - | - | + | - | - | + | - | + | NaN | NaN | - | - | - | + | + | - | - | - | - | - | + | + | + | - | + | - | - | - | UFT.2014(L)6567 |
Last rows
| 1 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 2 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 3 | 31 | 32 | 33 | 34 | 35 | 37 | 38 | 39 | 4 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 48 | 49 | 5 | 50 | 51 | 52 | 53 | 6 | 64 | 65 | 66 | 67 | 68 | 69 | 7 | 78 | 79 | 8 | 9 | df_index | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 591 | NaN | +w | -+ | -c | -c | + | + | -+ | +w | -c | + | + | + | - | +w | +w | -+ | -+ | + | + | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | +w | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | -+ | NaN | NaN | - | +w | UFT.2015(L)8570 |
| 592 | NaN | +w | -+ | -c | -c | + | + | -+ | +w | -c | + | + | + | - | +w | +w | -+ | -+ | + | + | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | +w | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | -+ | NaN | NaN | - | +w | UFT.2015(L)8571 |
| 593 | NaN | +w | -+ | -c | -c | + | + | -+ | +w | -c | + | + | + | - | +w | +w | -+ | -+ | + | + | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | +w | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | -+ | NaN | NaN | - | +w | UFT.2015(L)8572 |
| 594 | NaN | - | +w | - | - | + | - | - | +w | - | + | + | + | + | + | - | + | + | d | + | NaN | -c | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | - | - | UFT.2015(L)8573 |
| 595 | NaN | - | - | - | - | -+ | - | - | - | - | + | - | + | - | - | - | - | - | - | - | - | - | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | - | - | UFT.2015(L)8574 |
| 596 | NaN | +w | -+ | -c | -c | + | + | -+ | +w | -c | + | + | + | - | +w | +w | -+ | -+ | + | + | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | +w | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | -+ | NaN | NaN | - | +w | UFT.2015(L)8576 |
| 597 | NaN | +w | -+ | -c | -c | + | + | -+ | +w | -c | + | + | + | - | +w | +w | -+ | -+ | + | + | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | +w | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | -+ | NaN | NaN | - | +w | UFT.2015(L)8577 |
| 598 | NaN | - | - | - | - | -+ | - | - | - | - | + | - | + | - | - | - | - | - | - | - | - | - | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | - | NaN | NaN | NaN | NaN | NaN | NaN | - | NaN | NaN | - | - | UFT.2015(L)8578 |
| 599 | NaN | +w | -+ | -c | -c | + | + | -+ | +w | -c | + | + | + | - | +w | +w | -+ | -+ | + | + | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | +w | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | -+ | NaN | NaN | - | +w | UFT.2015(L)8579 |
| 600 | NaN | +w | -+ | -c | -c | + | + | -+ | +w | -c | + | + | + | - | +w | +w | -+ | -+ | + | + | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | +w | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | + | NaN | NaN | NaN | NaN | NaN | NaN | -+ | NaN | NaN | - | +w | UFT.2015(L)8580 |